Advanced Deep Learning with Python

This is the code repository for the book Advanced Deep Learning with Python, published by Packt.

Table of contents:

1. The Nuts and Bolts of Neural Networks
2. Understanding Convolutional Networks
3. Advanced Convolutional Networks
4. Object Detection and Image Segmentation
5. Generative Models
6. Language Modeling
7. Understanding Recurrent Networks
8. Sequence-to-Sequence Models and Attention
9. Emerging Neural Network Designs
10. Meta Learning
11. Deep Learning for Autonomous Vehicles

All code examples were tested against TensorFlow 2.0.0 and PyTorch 1.3.1

Some of the code example are adapted from other open-source code repositories. In such cases, the base example is linked at the beginning of the code file.